TY - GEN
T1 - Hardware model of commonsense reasoning based on fuzzy default logic
AU - Pulka, Andrzej
AU - Milik, Adam
PY - 2010
Y1 - 2010
N2 - The paper presents hardware implementation of the model of commonsense reasoning system based on a new formalism Fuzzy Default Logic (FDL) presented on HSF09 Conference in Catania. The paper briefly recalls main definitions and algorithms of FDL technique in a form of software oriented procedures. There are presented basic building blocks used for implementation: fuzzy default rules, credible set extraction, hypotheses reduction process and hypotheses assessment stage. Then main elements of the software algorithm of the FDL model are converted to hardware (HDL) models. The entire hardware structure has been implemented in FPGA Xilinx Virtex5 device. The obtained results and examples of experiments are discussed and further research tasks formulated.
AB - The paper presents hardware implementation of the model of commonsense reasoning system based on a new formalism Fuzzy Default Logic (FDL) presented on HSF09 Conference in Catania. The paper briefly recalls main definitions and algorithms of FDL technique in a form of software oriented procedures. There are presented basic building blocks used for implementation: fuzzy default rules, credible set extraction, hypotheses reduction process and hypotheses assessment stage. Then main elements of the software algorithm of the FDL model are converted to hardware (HDL) models. The entire hardware structure has been implemented in FPGA Xilinx Virtex5 device. The obtained results and examples of experiments are discussed and further research tasks formulated.
KW - Common-sense reasoning
KW - Granular reasoning
KW - Non-monotonic Logic
KW - Programmable Logic Devices
KW - Uncertainty handling
UR - https://www.scopus.com/pages/publications/77955667053
U2 - 10.1109/HSI.2010.5514592
DO - 10.1109/HSI.2010.5514592
M3 - Conference contribution
AN - SCOPUS:77955667053
SN - 9781424475605
T3 - 3rd International Conference on Human System Interaction, HSI'2010 - Conference Proceedings
SP - 34
EP - 41
BT - 3rd International Conference on Human System Interaction, HSI'2010 - Conference Proceedings
T2 - 3rd International Conference on Human System Interaction, HSI'2010
Y2 - 13 May 2010 through 15 May 2010
ER -